G protein-coupled receptor 119 (GPR119) has emerged as arguably one of the most exciting targets for the treatment of type 2 diabetes mellitus in the new millennium. Pharmacophore models were developed by using Discovery Studio V2.1 with a training set of 24 GPR119 agonists. The best hypothesis consisting of five features, namely, two hydrogen bond acceptors and three hydrophobic features, has a correlation coefficient of 0.969, cost difference of 62.68, RMS of 0.653, and configuration cost of 15.24, suggesting that a highly predictive pharmacophore model was successfully obtained. The application of the model shows great success in predicting the activities of the 25 known GPR119 agonists in our test set with a correlation coefficient of 0.933.
Copyright © 2011 Elsevier Masson SAS. All rights reserved.